Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 32833 |
| Missing cells | 15 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.0 MiB |
| Average record size in memory | 192.0 B |
Variable types
| Text | 7 |
|---|---|
| Numeric | 13 |
| DateTime | 1 |
| Categorical | 3 |
energy is highly overall correlated with loudness | High correlation |
genre_clean is highly overall correlated with playlist_genre and 1 other fields | High correlation |
loudness is highly overall correlated with energy | High correlation |
playlist_genre is highly overall correlated with genre_clean and 1 other fields | High correlation |
playlist_subgenre is highly overall correlated with genre_clean and 1 other fields | High correlation |
track_popularity has 2703 (8.2%) zeros | Zeros |
key has 3454 (10.5%) zeros | Zeros |
instrumentalness has 12089 (36.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-20 09:18:58.479588 |
|---|---|
| Analysis finished | 2024-09-20 09:19:24.332847 |
| Duration | 25.85 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
track_id
Text
| Distinct | 28356 |
|---|---|
| Distinct (%) | 86.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 722326 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 25190 ? |
|---|---|
| Unique (%) | 76.7% |
Sample
| 1st row | 6f807x0ima9a1j3VPbc7VN |
|---|---|
| 2nd row | 0r7CVbZTWZgbTCYdfa2P31 |
| 3rd row | 1z1Hg7Vb0AhHDiEmnDE79l |
| 4th row | 75FpbthrwQmzHlBJLuGdC7 |
| 5th row | 1e8PAfcKUYoKkxPhrHqw4x |
| Value | Count | Frequency (%) |
| 7bklcz1jbubvqri2fvltvw | 10 | < 0.1% |
| 14sos5l36385fj3ol8hew4 | 9 | < 0.1% |
| 3eekarcy7kvn4yt5zfzltw | 9 | < 0.1% |
| 56amygjzxbo6p8v0wee9de | 8 | < 0.1% |
| 6wo37kvqfjhtuxptplccfe | 8 | < 0.1% |
| 6gg1gjgki2ak4e0qzsr7sd | 8 | < 0.1% |
| 7h0d2h0fumzbs7zefigjpn | 8 | < 0.1% |
| 0sf12qnh5qcw8qpgymfoqd | 8 | < 0.1% |
| 2b8foow8uzydfae27yhozm | 8 | < 0.1% |
| 7lzouawgfcy4tkxdooneym | 8 | < 0.1% |
| Other values (28346) | 32749 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15445 | 2.1% |
| 6 | 15375 | 2.1% |
| 3 | 15304 | 2.1% |
| 4 | 15295 | 2.1% |
| 2 | 15212 | 2.1% |
| 1 | 15190 | 2.1% |
| 5 | 15170 | 2.1% |
| 7 | 14649 | 2.0% |
| C | 11345 | 1.6% |
| R | 11338 | 1.6% |
| Other values (52) | 578003 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15445 | 2.1% |
| 6 | 15375 | 2.1% |
| 3 | 15304 | 2.1% |
| 4 | 15295 | 2.1% |
| 2 | 15212 | 2.1% |
| 1 | 15190 | 2.1% |
| 5 | 15170 | 2.1% |
| 7 | 14649 | 2.0% |
| C | 11345 | 1.6% |
| R | 11338 | 1.6% |
| Other values (52) | 578003 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15445 | 2.1% |
| 6 | 15375 | 2.1% |
| 3 | 15304 | 2.1% |
| 4 | 15295 | 2.1% |
| 2 | 15212 | 2.1% |
| 1 | 15190 | 2.1% |
| 5 | 15170 | 2.1% |
| 7 | 14649 | 2.0% |
| C | 11345 | 1.6% |
| R | 11338 | 1.6% |
| Other values (52) | 578003 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15445 | 2.1% |
| 6 | 15375 | 2.1% |
| 3 | 15304 | 2.1% |
| 4 | 15295 | 2.1% |
| 2 | 15212 | 2.1% |
| 1 | 15190 | 2.1% |
| 5 | 15170 | 2.1% |
| 7 | 14649 | 2.0% |
| C | 11345 | 1.6% |
| R | 11338 | 1.6% |
| Other values (52) | 578003 |
track_name
Text
| Distinct | 23449 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 256.6 KiB |
Length
| Max length | 144 |
|---|---|
| Median length | 95 |
| Mean length | 17.266602 |
| Min length | 1 |
Characters and Unicode
| Total characters | 566828 |
|---|---|
| Distinct characters | 418 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 18468 ? |
|---|---|
| Unique (%) | 56.3% |
Sample
| 1st row | I Don't Care (with Justin Bieber) - Loud Luxury Remix |
|---|---|
| 2nd row | Memories - Dillon Francis Remix |
| 3rd row | All the Time - Don Diablo Remix |
| 4th row | Call You Mine - Keanu Silva Remix |
| 5th row | Someone You Loved - Future Humans Remix |
| Value | Count | Frequency (%) |
| 6154 | 5.6% | |
| feat | 2804 | 2.6% |
| the | 2681 | 2.5% |
| remix | 2108 | 1.9% |
| you | 1880 | 1.7% |
| me | 1629 | 1.5% |
| i | 1163 | 1.1% |
| love | 1135 | 1.0% |
| a | 850 | 0.8% |
| to | 845 | 0.8% |
| Other values (15594) | 88122 |
Most occurring characters
| Value | Count | Frequency (%) |
| 76543 | 13.5% | |
| e | 51413 | 9.1% |
| a | 34941 | 6.2% |
| o | 33285 | 5.9% |
| i | 30273 | 5.3% |
| t | 25793 | 4.6% |
| n | 25222 | 4.4% |
| r | 22418 | 4.0% |
| l | 17202 | 3.0% |
| s | 16539 | 2.9% |
| Other values (408) | 233199 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 566828 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 76543 | 13.5% | |
| e | 51413 | 9.1% |
| a | 34941 | 6.2% |
| o | 33285 | 5.9% |
| i | 30273 | 5.3% |
| t | 25793 | 4.6% |
| n | 25222 | 4.4% |
| r | 22418 | 4.0% |
| l | 17202 | 3.0% |
| s | 16539 | 2.9% |
| Other values (408) | 233199 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 566828 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 76543 | 13.5% | |
| e | 51413 | 9.1% |
| a | 34941 | 6.2% |
| o | 33285 | 5.9% |
| i | 30273 | 5.3% |
| t | 25793 | 4.6% |
| n | 25222 | 4.4% |
| r | 22418 | 4.0% |
| l | 17202 | 3.0% |
| s | 16539 | 2.9% |
| Other values (408) | 233199 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 566828 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 76543 | 13.5% | |
| e | 51413 | 9.1% |
| a | 34941 | 6.2% |
| o | 33285 | 5.9% |
| i | 30273 | 5.3% |
| t | 25793 | 4.6% |
| n | 25222 | 4.4% |
| r | 22418 | 4.0% |
| l | 17202 | 3.0% |
| s | 16539 | 2.9% |
| Other values (408) | 233199 |
track_artist
Text
| Distinct | 10692 |
|---|---|
| Distinct (%) | 32.6% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 256.6 KiB |
Length
| Max length | 69 |
|---|---|
| Median length | 40 |
| Mean length | 10.048495 |
| Min length | 2 |
Characters and Unicode
| Total characters | 329872 |
|---|---|
| Distinct characters | 216 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6141 ? |
|---|---|
| Unique (%) | 18.7% |
Sample
| 1st row | Ed Sheeran |
|---|---|
| 2nd row | Maroon 5 |
| 3rd row | Zara Larsson |
| 4th row | The Chainsmokers |
| 5th row | Lewis Capaldi |
| Value | Count | Frequency (%) |
| the | 1774 | 3.0% |
| 778 | 1.3% | |
| dj | 236 | 0.4% |
| martin | 229 | 0.4% |
| mike | 221 | 0.4% |
| lil | 218 | 0.4% |
| j | 189 | 0.3% |
| david | 178 | 0.3% |
| of | 171 | 0.3% |
| garrix | 162 | 0.3% |
| Other values (11585) | 54168 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 28721 | 8.7% |
| a | 26552 | 8.0% |
| 25496 | 7.7% | |
| i | 19360 | 5.9% |
| n | 18592 | 5.6% |
| o | 18495 | 5.6% |
| r | 16806 | 5.1% |
| l | 13959 | 4.2% |
| s | 12188 | 3.7% |
| t | 11038 | 3.3% |
| Other values (206) | 138665 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 329872 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 28721 | 8.7% |
| a | 26552 | 8.0% |
| 25496 | 7.7% | |
| i | 19360 | 5.9% |
| n | 18592 | 5.6% |
| o | 18495 | 5.6% |
| r | 16806 | 5.1% |
| l | 13959 | 4.2% |
| s | 12188 | 3.7% |
| t | 11038 | 3.3% |
| Other values (206) | 138665 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 329872 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 28721 | 8.7% |
| a | 26552 | 8.0% |
| 25496 | 7.7% | |
| i | 19360 | 5.9% |
| n | 18592 | 5.6% |
| o | 18495 | 5.6% |
| r | 16806 | 5.1% |
| l | 13959 | 4.2% |
| s | 12188 | 3.7% |
| t | 11038 | 3.3% |
| Other values (206) | 138665 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 329872 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 28721 | 8.7% |
| a | 26552 | 8.0% |
| 25496 | 7.7% | |
| i | 19360 | 5.9% |
| n | 18592 | 5.6% |
| o | 18495 | 5.6% |
| r | 16806 | 5.1% |
| l | 13959 | 4.2% |
| s | 12188 | 3.7% |
| t | 11038 | 3.3% |
| Other values (206) | 138665 |
track_popularity
Real number (ℝ)
ZEROS
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.477081 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2703 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 24 |
| median | 45 |
| Q3 | 62 |
| 95-th percentile | 79 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 24.984074 |
|---|---|
| Coefficient of variation (CV) | 0.58817776 |
| Kurtosis | -0.93277039 |
| Mean | 42.477081 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.23332007 |
| Sum | 1394650 |
| Variance | 624.20398 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2703 | 8.2% |
| 1 | 575 | 1.8% |
| 57 | 541 | 1.6% |
| 51 | 514 | 1.6% |
| 60 | 514 | 1.6% |
| 54 | 514 | 1.6% |
| 52 | 506 | 1.5% |
| 45 | 505 | 1.5% |
| 58 | 503 | 1.5% |
| 50 | 498 | 1.5% |
| Other values (91) | 25460 |
| Value | Count | Frequency (%) |
| 0 | 2703 | |
| 1 | 575 | 1.8% |
| 2 | 387 | 1.2% |
| 3 | 321 | 1.0% |
| 4 | 240 | 0.7% |
| 5 | 240 | 0.7% |
| 6 | 192 | 0.6% |
| 7 | 189 | 0.6% |
| 8 | 201 | 0.6% |
| 9 | 195 | 0.6% |
| Value | Count | Frequency (%) |
| 100 | 2 | < 0.1% |
| 99 | 4 | < 0.1% |
| 98 | 36 | |
| 97 | 22 | 0.1% |
| 96 | 7 | < 0.1% |
| 95 | 15 | < 0.1% |
| 94 | 37 | |
| 93 | 44 | |
| 92 | 27 | |
| 91 | 58 |
track_album_id
Text
| Distinct | 22545 |
|---|---|
| Distinct (%) | 68.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 722326 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17545 ? |
|---|---|
| Unique (%) | 53.4% |
Sample
| 1st row | 2oCs0DGTsRO98Gh5ZSl2Cx |
|---|---|
| 2nd row | 63rPSO264uRjW1X5E6cWv6 |
| 3rd row | 1HoSmj2eLcsrR0vE9gThr4 |
| 4th row | 1nqYsOef1yKKuGOVchbsk6 |
| 5th row | 7m7vv9wlQ4i0LFuJiE2zsQ |
| Value | Count | Frequency (%) |
| 5l1xcowsxwzfusjzvymp48 | 42 | 0.1% |
| 5fstcqs5npilf42vhpnv23 | 29 | 0.1% |
| 7cjjb2mikwawa1v6kewfbf | 28 | 0.1% |
| 4vfg1doutedmbjblzt7hck | 26 | 0.1% |
| 4czt5uefbrpbilw34hqyxi | 21 | 0.1% |
| 2htbq0rhwukkvxaltmczp2 | 21 | 0.1% |
| 246e5ovv4qxhprgosj7vdb | 20 | 0.1% |
| 6ylffzx32icw4l1a7ywnln | 20 | 0.1% |
| 5xcotqg63v60ns82pmqmbe | 20 | 0.1% |
| 0s0kgznfbgsissff54wsjh | 18 | 0.1% |
| Other values (22535) | 32588 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 15957 | 2.2% |
| 2 | 15554 | 2.2% |
| 0 | 15513 | 2.1% |
| 5 | 15509 | 2.1% |
| 3 | 15467 | 2.1% |
| 6 | 15368 | 2.1% |
| 4 | 15075 | 2.1% |
| 7 | 14325 | 2.0% |
| w | 11443 | 1.6% |
| e | 11355 | 1.6% |
| Other values (52) | 576760 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 15957 | 2.2% |
| 2 | 15554 | 2.2% |
| 0 | 15513 | 2.1% |
| 5 | 15509 | 2.1% |
| 3 | 15467 | 2.1% |
| 6 | 15368 | 2.1% |
| 4 | 15075 | 2.1% |
| 7 | 14325 | 2.0% |
| w | 11443 | 1.6% |
| e | 11355 | 1.6% |
| Other values (52) | 576760 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 15957 | 2.2% |
| 2 | 15554 | 2.2% |
| 0 | 15513 | 2.1% |
| 5 | 15509 | 2.1% |
| 3 | 15467 | 2.1% |
| 6 | 15368 | 2.1% |
| 4 | 15075 | 2.1% |
| 7 | 14325 | 2.0% |
| w | 11443 | 1.6% |
| e | 11355 | 1.6% |
| Other values (52) | 576760 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 15957 | 2.2% |
| 2 | 15554 | 2.2% |
| 0 | 15513 | 2.1% |
| 5 | 15509 | 2.1% |
| 3 | 15467 | 2.1% |
| 6 | 15368 | 2.1% |
| 4 | 15075 | 2.1% |
| 7 | 14325 | 2.0% |
| w | 11443 | 1.6% |
| e | 11355 | 1.6% |
| Other values (52) | 576760 |
track_album_name
Text
| Distinct | 19743 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 256.6 KiB |
Length
| Max length | 151 |
|---|---|
| Median length | 102 |
| Mean length | 17.494547 |
| Min length | 1 |
Characters and Unicode
| Total characters | 574311 |
|---|---|
| Distinct characters | 346 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 14210 ? |
|---|---|
| Unique (%) | 43.3% |
Sample
| 1st row | I Don't Care (with Justin Bieber) [Loud Luxury Remix] |
|---|---|
| 2nd row | Memories (Dillon Francis Remix) |
| 3rd row | All the Time (Don Diablo Remix) |
| 4th row | Call You Mine - The Remixes |
| 5th row | Someone You Loved (Future Humans Remix) |
| Value | Count | Frequency (%) |
| the | 4566 | 4.5% |
| 1928 | 1.9% | |
| of | 1576 | 1.5% |
| feat | 1398 | 1.4% |
| remix | 1119 | 1.1% |
| you | 1064 | 1.0% |
| me | 929 | 0.9% |
| deluxe | 914 | 0.9% |
| a | 837 | 0.8% |
| love | 795 | 0.8% |
| Other values (14469) | 87117 |
Most occurring characters
| Value | Count | Frequency (%) |
| 69415 | 12.1% | |
| e | 54490 | 9.5% |
| o | 32559 | 5.7% |
| a | 31919 | 5.6% |
| i | 30661 | 5.3% |
| t | 26691 | 4.6% |
| n | 25723 | 4.5% |
| r | 24106 | 4.2% |
| s | 21005 | 3.7% |
| l | 19252 | 3.4% |
| Other values (336) | 238490 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 574311 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 69415 | 12.1% | |
| e | 54490 | 9.5% |
| o | 32559 | 5.7% |
| a | 31919 | 5.6% |
| i | 30661 | 5.3% |
| t | 26691 | 4.6% |
| n | 25723 | 4.5% |
| r | 24106 | 4.2% |
| s | 21005 | 3.7% |
| l | 19252 | 3.4% |
| Other values (336) | 238490 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 574311 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 69415 | 12.1% | |
| e | 54490 | 9.5% |
| o | 32559 | 5.7% |
| a | 31919 | 5.6% |
| i | 30661 | 5.3% |
| t | 26691 | 4.6% |
| n | 25723 | 4.5% |
| r | 24106 | 4.2% |
| s | 21005 | 3.7% |
| l | 19252 | 3.4% |
| Other values (336) | 238490 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 574311 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 69415 | 12.1% | |
| e | 54490 | 9.5% |
| o | 32559 | 5.7% |
| a | 31919 | 5.6% |
| i | 30661 | 5.3% |
| t | 26691 | 4.6% |
| n | 25723 | 4.5% |
| r | 24106 | 4.2% |
| s | 21005 | 3.7% |
| l | 19252 | 3.4% |
| Other values (336) | 238490 |
| Distinct | 4474 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
| Minimum | 1957-01-01 00:00:00 |
|---|---|
| Maximum | 2020-01-29 00:00:00 |
Histogram with fixed size bins (bins=50)
playlist_name
Text
| Distinct | 449 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
Length
| Max length | 120 |
|---|---|
| Median length | 82 |
| Mean length | 24.835196 |
| Min length | 6 |
Characters and Unicode
| Total characters | 815414 |
|---|---|
| Distinct characters | 154 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Pop Remix |
|---|---|
| 2nd row | Pop Remix |
| 3rd row | Pop Remix |
| 4th row | Pop Remix |
| 5th row | Pop Remix |
| Value | Count | Frequency (%) |
| 12734 | 9.0% | |
| pop | 4949 | 3.5% |
| rock | 4706 | 3.3% |
| house | 3404 | 2.4% |
| 2020 | 2499 | 1.8% |
| hip | 2448 | 1.7% |
| hits | 2278 | 1.6% |
| rap | 2168 | 1.5% |
| hop | 2095 | 1.5% |
| edm | 1997 | 1.4% |
| Other values (640) | 102841 |
Most occurring characters
| Value | Count | Frequency (%) |
| 111011 | 13.6% | |
| o | 53679 | 6.6% |
| e | 46675 | 5.7% |
| a | 39825 | 4.9% |
| s | 39279 | 4.8% |
| i | 37137 | 4.6% |
| n | 29115 | 3.6% |
| t | 28876 | 3.5% |
| r | 28395 | 3.5% |
| p | 28050 | 3.4% |
| Other values (144) | 373372 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 815414 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 111011 | 13.6% | |
| o | 53679 | 6.6% |
| e | 46675 | 5.7% |
| a | 39825 | 4.9% |
| s | 39279 | 4.8% |
| i | 37137 | 4.6% |
| n | 29115 | 3.6% |
| t | 28876 | 3.5% |
| r | 28395 | 3.5% |
| p | 28050 | 3.4% |
| Other values (144) | 373372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 815414 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 111011 | 13.6% | |
| o | 53679 | 6.6% |
| e | 46675 | 5.7% |
| a | 39825 | 4.9% |
| s | 39279 | 4.8% |
| i | 37137 | 4.6% |
| n | 29115 | 3.6% |
| t | 28876 | 3.5% |
| r | 28395 | 3.5% |
| p | 28050 | 3.4% |
| Other values (144) | 373372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 815414 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 111011 | 13.6% | |
| o | 53679 | 6.6% |
| e | 46675 | 5.7% |
| a | 39825 | 4.9% |
| s | 39279 | 4.8% |
| i | 37137 | 4.6% |
| n | 29115 | 3.6% |
| t | 28876 | 3.5% |
| r | 28395 | 3.5% |
| p | 28050 | 3.4% |
| Other values (144) | 373372 |
playlist_id
Text
| Distinct | 471 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 722326 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 37i9dQZF1DXcZDD7cfEKhW |
|---|---|
| 2nd row | 37i9dQZF1DXcZDD7cfEKhW |
| 3rd row | 37i9dQZF1DXcZDD7cfEKhW |
| 4th row | 37i9dQZF1DXcZDD7cfEKhW |
| 5th row | 37i9dQZF1DXcZDD7cfEKhW |
| Value | Count | Frequency (%) |
| 4jkkvmpvl4lsioqqjeal0q | 247 | 0.8% |
| 37i9dqzf1dwthm4kx49uks | 198 | 0.6% |
| 6knqdwp0syvhfhor4lwp7x | 195 | 0.6% |
| 3xmqtdloigvj3lwh5e5x6f | 189 | 0.6% |
| 3ho3io0ijykgeqnbjb2sic | 182 | 0.6% |
| 25butzrvb1zj1mjioms09d | 109 | 0.3% |
| 0jmbb9hfrzdizopvrdv8ns | 100 | 0.3% |
| 1eqvgsnjax6mxdpoefhoct | 100 | 0.3% |
| 1s7bckuyikeazenkosm0ua | 100 | 0.3% |
| 5ck0fshhcik1vwyecc0zat | 100 | 0.3% |
| Other values (461) | 31313 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 19178 | 2.7% |
| 1 | 18762 | 2.6% |
| 7 | 18699 | 2.6% |
| Q | 18247 | 2.5% |
| D | 17097 | 2.4% |
| i | 17039 | 2.4% |
| d | 16004 | 2.2% |
| 9 | 15566 | 2.2% |
| Z | 15453 | 2.1% |
| F | 15033 | 2.1% |
| Other values (52) | 551248 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 19178 | 2.7% |
| 1 | 18762 | 2.6% |
| 7 | 18699 | 2.6% |
| Q | 18247 | 2.5% |
| D | 17097 | 2.4% |
| i | 17039 | 2.4% |
| d | 16004 | 2.2% |
| 9 | 15566 | 2.2% |
| Z | 15453 | 2.1% |
| F | 15033 | 2.1% |
| Other values (52) | 551248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 19178 | 2.7% |
| 1 | 18762 | 2.6% |
| 7 | 18699 | 2.6% |
| Q | 18247 | 2.5% |
| D | 17097 | 2.4% |
| i | 17039 | 2.4% |
| d | 16004 | 2.2% |
| 9 | 15566 | 2.2% |
| Z | 15453 | 2.1% |
| F | 15033 | 2.1% |
| Other values (52) | 551248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 722326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 19178 | 2.7% |
| 1 | 18762 | 2.6% |
| 7 | 18699 | 2.6% |
| Q | 18247 | 2.5% |
| D | 17097 | 2.4% |
| i | 17039 | 2.4% |
| d | 16004 | 2.2% |
| 9 | 15566 | 2.2% |
| Z | 15453 | 2.1% |
| F | 15033 | 2.1% |
| Other values (52) | 551248 |
playlist_genre
Categorical
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
| edm | |
|---|---|
| rap | |
| pop | |
| r&b | |
| latin |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.4648067 |
| Min length | 3 |
Characters and Unicode
| Total characters | 113760 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | pop |
|---|---|
| 2nd row | pop |
| 3rd row | pop |
| 4th row | pop |
| 5th row | pop |
Common Values
| Value | Count | Frequency (%) |
| edm | 6043 | |
| rap | 5746 | |
| pop | 5507 | |
| r&b | 5431 | |
| latin | 5155 | |
| rock | 4951 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| edm | 6043 | |
| rap | 5746 | |
| pop | 5507 | |
| r&b | 5431 | |
| latin | 5155 | |
| rock | 4951 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 16760 | |
| r | 16128 | |
| a | 10901 | |
| o | 10458 | |
| m | 6043 | 5.3% |
| e | 6043 | 5.3% |
| d | 6043 | 5.3% |
| & | 5431 | 4.8% |
| b | 5431 | 4.8% |
| l | 5155 | 4.5% |
| Other values (5) | 25367 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 113760 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 16760 | |
| r | 16128 | |
| a | 10901 | |
| o | 10458 | |
| m | 6043 | 5.3% |
| e | 6043 | 5.3% |
| d | 6043 | 5.3% |
| & | 5431 | 4.8% |
| b | 5431 | 4.8% |
| l | 5155 | 4.5% |
| Other values (5) | 25367 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 113760 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 16760 | |
| r | 16128 | |
| a | 10901 | |
| o | 10458 | |
| m | 6043 | 5.3% |
| e | 6043 | 5.3% |
| d | 6043 | 5.3% |
| & | 5431 | 4.8% |
| b | 5431 | 4.8% |
| l | 5155 | 4.5% |
| Other values (5) | 25367 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 113760 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 16760 | |
| r | 16128 | |
| a | 10901 | |
| o | 10458 | |
| m | 6043 | 5.3% |
| e | 6043 | 5.3% |
| d | 6043 | 5.3% |
| & | 5431 | 4.8% |
| b | 5431 | 4.8% |
| l | 5155 | 4.5% |
| Other values (5) | 25367 |
playlist_subgenre
Categorical
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
| progressive electro house | 1809 |
|---|---|
| southern hip hop | 1675 |
| indie poptimism | 1672 |
| latin hip hop | 1656 |
| neo soul | 1637 |
| Other values (19) |
Length
| Max length | 25 |
|---|---|
| Median length | 15 |
| Mean length | 11.548625 |
| Min length | 4 |
Characters and Unicode
| Total characters | 379176 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dance pop |
|---|---|
| 2nd row | dance pop |
| 3rd row | dance pop |
| 4th row | dance pop |
| 5th row | dance pop |
Common Values
| Value | Count | Frequency (%) |
| progressive electro house | 1809 | 5.5% |
| southern hip hop | 1675 | 5.1% |
| indie poptimism | 1672 | 5.1% |
| latin hip hop | 1656 | 5.0% |
| neo soul | 1637 | 5.0% |
| pop edm | 1517 | 4.6% |
| electro house | 1511 | 4.6% |
| hard rock | 1485 | 4.5% |
| gangster rap | 1458 | 4.4% |
| electropop | 1408 | 4.3% |
| Other values (14) | 17005 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| pop | 6462 | 9.6% |
| hip | 5909 | 8.8% |
| hop | 4653 | 6.9% |
| rock | 3846 | 5.7% |
| house | 3320 | 5.0% |
| electro | 3320 | 5.0% |
| latin | 2918 | 4.4% |
| progressive | 1809 | 2.7% |
| southern | 1675 | 2.5% |
| indie | 1672 | 2.5% |
| Other values (24) | 31419 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 41435 | |
| p | 39131 | 10.3% |
| e | 35660 | 9.4% |
| 34170 | 9.0% | |
| r | 28322 | 7.5% |
| i | 22247 | 5.9% |
| t | 20747 | 5.5% |
| a | 20659 | 5.4% |
| n | 20022 | 5.3% |
| s | 18234 | 4.8% |
| Other values (14) | 98549 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 379176 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 41435 | |
| p | 39131 | 10.3% |
| e | 35660 | 9.4% |
| 34170 | 9.0% | |
| r | 28322 | 7.5% |
| i | 22247 | 5.9% |
| t | 20747 | 5.5% |
| a | 20659 | 5.4% |
| n | 20022 | 5.3% |
| s | 18234 | 4.8% |
| Other values (14) | 98549 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 379176 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 41435 | |
| p | 39131 | 10.3% |
| e | 35660 | 9.4% |
| 34170 | 9.0% | |
| r | 28322 | 7.5% |
| i | 22247 | 5.9% |
| t | 20747 | 5.5% |
| a | 20659 | 5.4% |
| n | 20022 | 5.3% |
| s | 18234 | 4.8% |
| Other values (14) | 98549 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 379176 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 41435 | |
| p | 39131 | 10.3% |
| e | 35660 | 9.4% |
| 34170 | 9.0% | |
| r | 28322 | 7.5% |
| i | 22247 | 5.9% |
| t | 20747 | 5.5% |
| a | 20659 | 5.4% |
| n | 20022 | 5.3% |
| s | 18234 | 4.8% |
| Other values (14) | 98549 |
danceability
Real number (ℝ)
| Distinct | 822 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65484952 |
| Minimum | 0 |
|---|---|
| Maximum | 0.983 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.392 |
| Q1 | 0.563 |
| median | 0.672 |
| Q3 | 0.761 |
| 95-th percentile | 0.868 |
| Maximum | 0.983 |
| Range | 0.983 |
| Interquartile range (IQR) | 0.198 |
Descriptive statistics
| Standard deviation | 0.14508532 |
|---|---|
| Coefficient of variation (CV) | 0.22155521 |
| Kurtosis | 0.010202119 |
| Mean | 0.65484952 |
| Median Absolute Deviation (MAD) | 0.098 |
| Skewness | -0.50448844 |
| Sum | 21500.674 |
| Variance | 0.02104975 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.733 | 118 | 0.4% |
| 0.708 | 115 | 0.4% |
| 0.704 | 112 | 0.3% |
| 0.694 | 112 | 0.3% |
| 0.784 | 111 | 0.3% |
| 0.701 | 111 | 0.3% |
| 0.69 | 111 | 0.3% |
| 0.655 | 110 | 0.3% |
| 0.676 | 110 | 0.3% |
| 0.689 | 109 | 0.3% |
| Other values (812) | 31714 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.0771 | 1 | |
| 0.0787 | 1 | |
| 0.0985 | 1 | |
| 0.116 | 1 | |
| 0.118 | 1 | |
| 0.13 | 1 | |
| 0.135 | 2 | |
| 0.14 | 2 | |
| 0.141 | 1 |
| Value | Count | Frequency (%) |
| 0.983 | 1 | < 0.1% |
| 0.981 | 1 | < 0.1% |
| 0.979 | 2 | < 0.1% |
| 0.978 | 1 | < 0.1% |
| 0.977 | 1 | < 0.1% |
| 0.975 | 2 | < 0.1% |
| 0.974 | 5 | |
| 0.973 | 4 | |
| 0.972 | 2 | < 0.1% |
| 0.971 | 2 | < 0.1% |
energy
Real number (ℝ)
HIGH CORRELATION
| Distinct | 952 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69861927 |
| Minimum | 0.000175 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0.000175 |
|---|---|
| 5-th percentile | 0.366 |
| Q1 | 0.581 |
| median | 0.721 |
| Q3 | 0.84 |
| 95-th percentile | 0.949 |
| Maximum | 1 |
| Range | 0.999825 |
| Interquartile range (IQR) | 0.259 |
Descriptive statistics
| Standard deviation | 0.18091003 |
|---|---|
| Coefficient of variation (CV) | 0.25895368 |
| Kurtosis | 0.000528152 |
| Mean | 0.69861927 |
| Median Absolute Deviation (MAD) | 0.128 |
| Skewness | -0.63632984 |
| Sum | 22937.767 |
| Variance | 0.03272844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.787 | 100 | 0.3% |
| 0.828 | 99 | 0.3% |
| 0.833 | 98 | 0.3% |
| 0.726 | 91 | 0.3% |
| 0.795 | 91 | 0.3% |
| 0.711 | 91 | 0.3% |
| 0.869 | 89 | 0.3% |
| 0.758 | 89 | 0.3% |
| 0.76 | 88 | 0.3% |
| 0.887 | 87 | 0.3% |
| Other values (942) | 31910 |
| Value | Count | Frequency (%) |
| 0.000175 | 1 | |
| 0.00814 | 1 | |
| 0.0118 | 1 | |
| 0.0161 | 1 | |
| 0.0167 | 1 | |
| 0.0286 | 1 | |
| 0.0297 | 1 | |
| 0.0323 | 1 | |
| 0.036 | 1 | |
| 0.0375 | 1 |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 0.999 | 7 | < 0.1% |
| 0.998 | 5 | < 0.1% |
| 0.997 | 6 | < 0.1% |
| 0.996 | 10 | < 0.1% |
| 0.995 | 13 | |
| 0.994 | 11 | < 0.1% |
| 0.993 | 30 | |
| 0.992 | 17 | |
| 0.991 | 20 |
key
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3744708 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 3454 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.6116574 |
|---|---|
| Coefficient of variation (CV) | 0.67200242 |
| Kurtosis | -1.307069 |
| Mean | 5.3744708 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.023909144 |
| Sum | 176460 |
| Variance | 13.044069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 4010 | |
| 0 | 3454 | |
| 7 | 3352 | |
| 9 | 3027 | |
| 11 | 2996 | |
| 2 | 2827 | |
| 5 | 2680 | |
| 6 | 2670 | |
| 8 | 2430 | |
| 10 | 2273 | |
| Other values (2) | 3114 |
| Value | Count | Frequency (%) |
| 0 | 3454 | |
| 1 | 4010 | |
| 2 | 2827 | |
| 3 | 913 | 2.8% |
| 4 | 2201 | |
| 5 | 2680 | |
| 6 | 2670 | |
| 7 | 3352 | |
| 8 | 2430 | |
| 9 | 3027 |
| Value | Count | Frequency (%) |
| 11 | 2996 | |
| 10 | 2273 | |
| 9 | 3027 | |
| 8 | 2430 | |
| 7 | 3352 | |
| 6 | 2670 | |
| 5 | 2680 | |
| 4 | 2201 | |
| 3 | 913 | 2.8% |
| 2 | 2827 |
loudness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10222 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.7194991 |
| Minimum | -46.448 |
|---|---|
| Maximum | 1.275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32827 |
| Negative (%) | > 99.9% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | -46.448 |
|---|---|
| 5-th percentile | -12.4502 |
| Q1 | -8.171 |
| median | -6.166 |
| Q3 | -4.645 |
| 95-th percentile | -2.972 |
| Maximum | 1.275 |
| Range | 47.723 |
| Interquartile range (IQR) | 3.526 |
Descriptive statistics
| Standard deviation | 2.9884364 |
|---|---|
| Coefficient of variation (CV) | -0.44474094 |
| Kurtosis | 4.4909579 |
| Mean | -6.7194991 |
| Median Absolute Deviation (MAD) | 1.703 |
| Skewness | -1.364097 |
| Sum | -220621.32 |
| Variance | 8.930752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.443 | 20 | 0.1% |
| -5.608 | 20 | 0.1% |
| -4.973 | 20 | 0.1% |
| -3.782 | 20 | 0.1% |
| -6.4 | 20 | 0.1% |
| -5.576 | 18 | 0.1% |
| -4.576 | 18 | 0.1% |
| -6.406 | 18 | 0.1% |
| -5.041 | 18 | 0.1% |
| -6.554 | 16 | < 0.1% |
| Other values (10212) | 32645 |
| Value | Count | Frequency (%) |
| -46.448 | 1 | |
| -36.624 | 1 | |
| -36.509 | 1 | |
| -35.96 | 1 | |
| -35.427 | 1 | |
| -34.283 | 1 | |
| -29.561 | 1 | |
| -28.309 | 1 | |
| -26.279 | 1 | |
| -26.207 | 1 |
| Value | Count | Frequency (%) |
| 1.275 | 1 | |
| 1.135 | 1 | |
| 0.642 | 1 | |
| 0.551 | 1 | |
| 0.326 | 1 | |
| 0.302 | 1 | |
| -0.046 | 1 | |
| -0.073 | 1 | |
| -0.155 | 1 | |
| -0.158 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32833 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 18574 | |
| 0 | 14259 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 18574 | |
| 0 | 14259 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 18574 | |
| 0 | 14259 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32833 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 18574 | |
| 0 | 14259 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32833 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 18574 | |
| 0 | 14259 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32833 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 18574 | |
| 0 | 14259 |
speechiness
Real number (ℝ)
| Distinct | 1270 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10706807 |
| Minimum | 0 |
|---|---|
| Maximum | 0.918 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0298 |
| Q1 | 0.041 |
| median | 0.0625 |
| Q3 | 0.132 |
| 95-th percentile | 0.3324 |
| Maximum | 0.918 |
| Range | 0.918 |
| Interquartile range (IQR) | 0.091 |
Descriptive statistics
| Standard deviation | 0.10131413 |
|---|---|
| Coefficient of variation (CV) | 0.94625907 |
| Kurtosis | 4.2608346 |
| Mean | 0.10706807 |
| Median Absolute Deviation (MAD) | 0.0274 |
| Skewness | 1.9670285 |
| Sum | 3515.3659 |
| Variance | 0.010264553 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.102 | 116 | 0.4% |
| 0.103 | 98 | 0.3% |
| 0.109 | 93 | 0.3% |
| 0.0354 | 93 | 0.3% |
| 0.112 | 89 | 0.3% |
| 0.0346 | 88 | 0.3% |
| 0.107 | 88 | 0.3% |
| 0.123 | 87 | 0.3% |
| 0.106 | 85 | 0.3% |
| 0.0363 | 85 | 0.3% |
| Other values (1260) | 31911 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0224 | 2 | < 0.1% |
| 0.0225 | 1 | < 0.1% |
| 0.0228 | 5 | |
| 0.023 | 1 | < 0.1% |
| 0.0231 | 1 | < 0.1% |
| 0.0232 | 4 | |
| 0.0233 | 2 | < 0.1% |
| 0.0234 | 3 | |
| 0.0235 | 6 |
| Value | Count | Frequency (%) |
| 0.918 | 1 | |
| 0.877 | 1 | |
| 0.869 | 2 | |
| 0.865 | 1 | |
| 0.86 | 1 | |
| 0.856 | 1 | |
| 0.855 | 1 | |
| 0.853 | 1 | |
| 0.817 | 1 | |
| 0.792 | 1 |
acousticness
Real number (ℝ)
| Distinct | 3731 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17533372 |
| Minimum | 0 |
|---|---|
| Maximum | 0.994 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0006306 |
| Q1 | 0.0151 |
| median | 0.0804 |
| Q3 | 0.255 |
| 95-th percentile | 0.682 |
| Maximum | 0.994 |
| Range | 0.994 |
| Interquartile range (IQR) | 0.2399 |
Descriptive statistics
| Standard deviation | 0.21963254 |
|---|---|
| Coefficient of variation (CV) | 1.2526543 |
| Kurtosis | 1.8784089 |
| Mean | 0.17533372 |
| Median Absolute Deviation (MAD) | 0.07623 |
| Skewness | 1.5947859 |
| Sum | 5756.7319 |
| Variance | 0.048238453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.102 | 80 | 0.2% |
| 0.128 | 80 | 0.2% |
| 0.101 | 78 | 0.2% |
| 0.114 | 74 | 0.2% |
| 0.141 | 71 | 0.2% |
| 0.107 | 70 | 0.2% |
| 0.125 | 69 | 0.2% |
| 0.104 | 69 | 0.2% |
| 0.122 | 68 | 0.2% |
| 0.11 | 65 | 0.2% |
| Other values (3721) | 32109 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1.4 × 10-6 | 1 | |
| 1.44 × 10-6 | 1 | |
| 1.47 × 10-6 | 1 | |
| 1.66 × 10-6 | 1 | |
| 2.16 × 10-6 | 1 | |
| 2.22 × 10-6 | 1 | |
| 2.32 × 10-6 | 1 | |
| 2.43 × 10-6 | 1 | |
| 2.46 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 0.994 | 1 | < 0.1% |
| 0.992 | 1 | < 0.1% |
| 0.989 | 3 | |
| 0.986 | 2 | |
| 0.985 | 2 | |
| 0.984 | 2 | |
| 0.983 | 3 | |
| 0.982 | 1 | < 0.1% |
| 0.979 | 4 | |
| 0.978 | 3 |
instrumentalness
Real number (ℝ)
ZEROS
| Distinct | 4729 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.084747161 |
| Minimum | 0 |
|---|---|
| Maximum | 0.994 |
| Zeros | 12089 |
| Zeros (%) | 36.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.61 × 10-5 |
| Q3 | 0.00483 |
| 95-th percentile | 0.767 |
| Maximum | 0.994 |
| Range | 0.994 |
| Interquartile range (IQR) | 0.00483 |
Descriptive statistics
| Standard deviation | 0.22423012 |
|---|---|
| Coefficient of variation (CV) | 2.6458718 |
| Kurtosis | 6.2740615 |
| Mean | 0.084747161 |
| Median Absolute Deviation (MAD) | 1.61 × 10-5 |
| Skewness | 2.7594718 |
| Sum | 2782.5035 |
| Variance | 0.050279149 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12089 | |
| 0.124 | 30 | 0.1% |
| 0.00106 | 30 | 0.1% |
| 1.16 × 10-6 | 26 | 0.1% |
| 1.21 × 10-6 | 26 | 0.1% |
| 1.17 × 10-5 | 23 | 0.1% |
| 0.00016 | 23 | 0.1% |
| 0.000115 | 22 | 0.1% |
| 1.85 × 10-5 | 22 | 0.1% |
| 0.0114 | 22 | 0.1% |
| Other values (4719) | 20520 |
| Value | Count | Frequency (%) |
| 0 | 12089 | |
| 1 × 10-6 | 5 | < 0.1% |
| 1.01 × 10-6 | 17 | 0.1% |
| 1.02 × 10-6 | 7 | < 0.1% |
| 1.03 × 10-6 | 14 | < 0.1% |
| 1.04 × 10-6 | 20 | 0.1% |
| 1.05 × 10-6 | 9 | < 0.1% |
| 1.06 × 10-6 | 10 | < 0.1% |
| 1.07 × 10-6 | 13 | < 0.1% |
| 1.08 × 10-6 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.994 | 2 | |
| 0.987 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.981 | 1 | < 0.1% |
| 0.979 | 1 | < 0.1% |
| 0.974 | 2 | |
| 0.972 | 3 | |
| 0.971 | 2 | |
| 0.97 | 1 | < 0.1% |
liveness
Real number (ℝ)
| Distinct | 1624 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1901762 |
| Minimum | 0 |
|---|---|
| Maximum | 0.996 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0559 |
| Q1 | 0.0927 |
| median | 0.127 |
| Q3 | 0.248 |
| 95-th percentile | 0.5104 |
| Maximum | 0.996 |
| Range | 0.996 |
| Interquartile range (IQR) | 0.1553 |
Descriptive statistics
| Standard deviation | 0.15431728 |
|---|---|
| Coefficient of variation (CV) | 0.81144372 |
| Kurtosis | 5.065937 |
| Mean | 0.1901762 |
| Median Absolute Deviation (MAD) | 0.0496 |
| Skewness | 2.0767204 |
| Sum | 6244.055 |
| Variance | 0.023813823 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.111 | 346 | 1.1% |
| 0.108 | 310 | 0.9% |
| 0.11 | 305 | 0.9% |
| 0.105 | 295 | 0.9% |
| 0.104 | 294 | 0.9% |
| 0.109 | 287 | 0.9% |
| 0.106 | 284 | 0.9% |
| 0.101 | 275 | 0.8% |
| 0.112 | 272 | 0.8% |
| 0.107 | 266 | 0.8% |
| Other values (1614) | 29899 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.00936 | 1 | |
| 0.00946 | 1 | |
| 0.0131 | 1 | |
| 0.015 | 2 | |
| 0.0155 | 2 | |
| 0.0158 | 1 | |
| 0.0163 | 1 | |
| 0.0165 | 1 | |
| 0.0167 | 1 |
| Value | Count | Frequency (%) |
| 0.996 | 1 | < 0.1% |
| 0.994 | 1 | < 0.1% |
| 0.992 | 1 | < 0.1% |
| 0.991 | 2 | < 0.1% |
| 0.99 | 3 | |
| 0.988 | 5 | |
| 0.985 | 3 | |
| 0.984 | 1 | < 0.1% |
| 0.983 | 2 | < 0.1% |
| 0.982 | 1 | < 0.1% |
valence
Real number (ℝ)
| Distinct | 1362 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51056097 |
| Minimum | 0 |
|---|---|
| Maximum | 0.991 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.132 |
| Q1 | 0.331 |
| median | 0.512 |
| Q3 | 0.693 |
| 95-th percentile | 0.893 |
| Maximum | 0.991 |
| Range | 0.991 |
| Interquartile range (IQR) | 0.362 |
Descriptive statistics
| Standard deviation | 0.23314597 |
|---|---|
| Coefficient of variation (CV) | 0.45664668 |
| Kurtosis | -0.90098076 |
| Mean | 0.51056097 |
| Median Absolute Deviation (MAD) | 0.181 |
| Skewness | -0.0054853502 |
| Sum | 16763.248 |
| Variance | 0.054357045 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.961 | 69 | 0.2% |
| 0.58 | 68 | 0.2% |
| 0.389 | 68 | 0.2% |
| 0.499 | 68 | 0.2% |
| 0.562 | 68 | 0.2% |
| 0.43 | 68 | 0.2% |
| 0.516 | 67 | 0.2% |
| 0.347 | 66 | 0.2% |
| 0.392 | 66 | 0.2% |
| 0.536 | 66 | 0.2% |
| Other values (1352) | 32159 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 × 10-5 | 5 | |
| 0.0116 | 1 | < 0.1% |
| 0.0122 | 1 | < 0.1% |
| 0.0139 | 1 | < 0.1% |
| 0.0159 | 1 | < 0.1% |
| 0.0223 | 1 | < 0.1% |
| 0.0234 | 1 | < 0.1% |
| 0.0269 | 1 | < 0.1% |
| 0.0276 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.991 | 1 | < 0.1% |
| 0.99 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.981 | 2 | < 0.1% |
| 0.98 | 1 | < 0.1% |
| 0.979 | 3 | |
| 0.978 | 1 | < 0.1% |
| 0.977 | 5 |
tempo
Real number (ℝ)
| Distinct | 17684 |
|---|---|
| Distinct (%) | 53.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.88113 |
| Minimum | 0 |
|---|---|
| Maximum | 239.44 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 81.0682 |
| Q1 | 99.96 |
| median | 121.984 |
| Q3 | 133.918 |
| 95-th percentile | 173.95 |
| Maximum | 239.44 |
| Range | 239.44 |
| Interquartile range (IQR) | 33.958 |
Descriptive statistics
| Standard deviation | 26.903624 |
|---|---|
| Coefficient of variation (CV) | 0.22256264 |
| Kurtosis | 0.08326436 |
| Mean | 120.88113 |
| Median Absolute Deviation (MAD) | 18.045 |
| Skewness | 0.52887789 |
| Sum | 3968890.2 |
| Variance | 723.80499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127.992 | 45 | 0.1% |
| 127.994 | 35 | 0.1% |
| 127.993 | 33 | 0.1% |
| 128.007 | 32 | 0.1% |
| 127.997 | 31 | 0.1% |
| 128.003 | 31 | 0.1% |
| 128.001 | 31 | 0.1% |
| 128.005 | 30 | 0.1% |
| 128.017 | 29 | 0.1% |
| 127.991 | 29 | 0.1% |
| Other values (17674) | 32507 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 35.477 | 1 | |
| 37.114 | 1 | |
| 38.985 | 1 | |
| 46.169 | 1 | |
| 48.718 | 2 | |
| 48.981 | 1 | |
| 49.597 | 1 | |
| 50.454 | 1 | |
| 52.017 | 1 |
| Value | Count | Frequency (%) |
| 239.44 | 1 | |
| 220.252 | 1 | |
| 219.991 | 1 | |
| 219.961 | 1 | |
| 214.516 | 1 | |
| 214.047 | 1 | |
| 214.017 | 1 | |
| 213.99 | 1 | |
| 212.137 | 2 | |
| 212.058 | 1 |
duration_ms
Real number (ℝ)
| Distinct | 19785 |
|---|---|
| Distinct (%) | 60.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225799.81 |
| Minimum | 4000 |
|---|---|
| Maximum | 517810 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 4000 |
|---|---|
| 5-th percentile | 148394.8 |
| Q1 | 187819 |
| median | 216000 |
| Q3 | 253585 |
| 95-th percentile | 337400 |
| Maximum | 517810 |
| Range | 513810 |
| Interquartile range (IQR) | 65766 |
Descriptive statistics
| Standard deviation | 59834.006 |
|---|---|
| Coefficient of variation (CV) | 0.26498696 |
| Kurtosis | 2.6991863 |
| Mean | 225799.81 |
| Median Absolute Deviation (MAD) | 31867 |
| Skewness | 1.1498633 |
| Sum | 7.4136852 × 109 |
| Variance | 3.5801083 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 192000 | 37 | 0.1% |
| 240000 | 37 | 0.1% |
| 210000 | 30 | 0.1% |
| 180000 | 26 | 0.1% |
| 195000 | 25 | 0.1% |
| 160000 | 24 | 0.1% |
| 225000 | 23 | 0.1% |
| 203000 | 19 | 0.1% |
| 188000 | 18 | 0.1% |
| 168000 | 18 | 0.1% |
| Other values (19775) | 32576 |
| Value | Count | Frequency (%) |
| 4000 | 1 | |
| 29493 | 1 | |
| 31429 | 1 | |
| 31875 | 1 | |
| 31893 | 1 | |
| 33750 | 2 | |
| 33900 | 1 | |
| 34560 | 1 | |
| 37500 | 1 | |
| 37640 | 1 |
| Value | Count | Frequency (%) |
| 517810 | 1 | |
| 517125 | 2 | |
| 516893 | 1 | |
| 516760 | 1 | |
| 515960 | 1 | |
| 515867 | 2 | |
| 515703 | 1 | |
| 515680 | 1 | |
| 513440 | 1 | |
| 513000 | 1 |
genre_clean
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3886943 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7061076 |
|---|---|
| Coefficient of variation (CV) | 0.50347048 |
| Kurtosis | -1.2602321 |
| Mean | 3.3886943 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.079062731 |
| Sum | 111261 |
| Variance | 2.910803 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 6043 | |
| 2 | 5746 | |
| 3 | 5507 | |
| 4 | 5431 | |
| 5 | 5155 | |
| 6 | 4951 |
| Value | Count | Frequency (%) |
| 1 | 6043 | |
| 2 | 5746 | |
| 3 | 5507 | |
| 4 | 5431 | |
| 5 | 5155 | |
| 6 | 4951 |
| Value | Count | Frequency (%) |
| 6 | 4951 | |
| 5 | 5155 | |
| 4 | 5431 | |
| 3 | 5507 | |
| 2 | 5746 | |
| 1 | 6043 |
| acousticness | danceability | duration_ms | energy | genre_clean | instrumentalness | key | liveness | loudness | mode | playlist_genre | playlist_subgenre | speechiness | tempo | track_popularity | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | 0.104 | -0.075 | -0.491 | 0.127 | -0.214 | 0.007 | -0.058 | -0.284 | 0.030 | 0.130 | 0.135 | 0.029 | -0.167 | 0.129 | 0.089 |
| danceability | 0.104 | 1.000 | -0.091 | -0.142 | -0.173 | -0.056 | 0.014 | -0.138 | -0.023 | 0.061 | 0.216 | 0.174 | 0.261 | -0.168 | 0.065 | 0.331 |
| duration_ms | -0.075 | -0.091 | 1.000 | -0.011 | 0.161 | 0.078 | 0.013 | -0.040 | -0.133 | 0.028 | 0.142 | 0.164 | -0.125 | -0.016 | -0.121 | -0.004 |
| energy | -0.491 | -0.142 | -0.011 | 1.000 | -0.101 | 0.115 | 0.009 | 0.140 | 0.656 | 0.026 | 0.187 | 0.177 | 0.065 | 0.177 | -0.118 | 0.123 |
| genre_clean | 0.127 | -0.173 | 0.161 | -0.101 | 1.000 | -0.085 | -0.007 | -0.036 | -0.174 | 0.125 | 1.000 | 1.000 | -0.214 | -0.086 | 0.099 | 0.217 |
| instrumentalness | -0.214 | -0.056 | 0.078 | 0.115 | -0.085 | 1.000 | 0.012 | -0.029 | -0.162 | 0.005 | 0.141 | 0.142 | -0.199 | 0.071 | -0.193 | -0.160 |
| key | 0.007 | 0.014 | 0.013 | 0.009 | -0.007 | 0.012 | 1.000 | 0.000 | -0.004 | 0.302 | 0.062 | 0.053 | 0.029 | -0.016 | -0.001 | 0.018 |
| liveness | -0.058 | -0.138 | -0.040 | 0.140 | -0.036 | -0.029 | 0.000 | 1.000 | 0.083 | 0.013 | 0.052 | 0.063 | 0.057 | 0.033 | -0.030 | -0.054 |
| loudness | -0.284 | -0.023 | -0.133 | 0.656 | -0.174 | -0.162 | -0.004 | 0.083 | 1.000 | 0.015 | 0.124 | 0.128 | 0.100 | 0.112 | 0.065 | 0.042 |
| mode | 0.030 | 0.061 | 0.028 | 0.026 | 0.125 | 0.005 | 0.302 | 0.013 | 0.015 | 1.000 | 0.125 | 0.150 | 0.066 | 0.030 | 0.029 | 0.000 |
| playlist_genre | 0.130 | 0.216 | 0.142 | 0.187 | 1.000 | 0.141 | 0.062 | 0.052 | 0.124 | 0.125 | 1.000 | 1.000 | 0.202 | 0.204 | 0.108 | 0.127 |
| playlist_subgenre | 0.135 | 0.174 | 0.164 | 0.177 | 1.000 | 0.142 | 0.053 | 0.063 | 0.128 | 0.150 | 1.000 | 1.000 | 0.165 | 0.178 | 0.150 | 0.124 |
| speechiness | 0.029 | 0.261 | -0.125 | 0.065 | -0.214 | -0.199 | 0.029 | 0.057 | 0.100 | 0.066 | 0.202 | 0.165 | 1.000 | 0.026 | 0.007 | 0.078 |
| tempo | -0.167 | -0.168 | -0.016 | 0.177 | -0.086 | 0.071 | -0.016 | 0.033 | 0.112 | 0.030 | 0.204 | 0.178 | 0.026 | 1.000 | -0.022 | -0.063 |
| track_popularity | 0.129 | 0.065 | -0.121 | -0.118 | 0.099 | -0.193 | -0.001 | -0.030 | 0.065 | 0.029 | 0.108 | 0.150 | 0.007 | -0.022 | 1.000 | 0.037 |
| valence | 0.089 | 0.331 | -0.004 | 0.123 | 0.217 | -0.160 | 0.018 | -0.054 | 0.042 | 0.000 | 0.127 | 0.124 | 0.078 | -0.063 | 0.037 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| track_id | track_name | track_artist | track_popularity | track_album_id | track_album_name | track_album_release_date | playlist_name | playlist_id | playlist_genre | playlist_subgenre | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | genre_clean | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6f807x0ima9a1j3VPbc7VN | I Don't Care (with Justin Bieber) - Loud Luxury Remix | Ed Sheeran | 66 | 2oCs0DGTsRO98Gh5ZSl2Cx | I Don't Care (with Justin Bieber) [Loud Luxury Remix] | 2019-06-14 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.748 | 0.916 | 6 | -2.634 | 1 | 0.0583 | 0.1020 | 0.000000 | 0.0653 | 0.518 | 122.036 | 194754 | 3 |
| 1 | 0r7CVbZTWZgbTCYdfa2P31 | Memories - Dillon Francis Remix | Maroon 5 | 67 | 63rPSO264uRjW1X5E6cWv6 | Memories (Dillon Francis Remix) | 2019-12-13 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.726 | 0.815 | 11 | -4.969 | 1 | 0.0373 | 0.0724 | 0.004210 | 0.3570 | 0.693 | 99.972 | 162600 | 3 |
| 2 | 1z1Hg7Vb0AhHDiEmnDE79l | All the Time - Don Diablo Remix | Zara Larsson | 70 | 1HoSmj2eLcsrR0vE9gThr4 | All the Time (Don Diablo Remix) | 2019-07-05 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.675 | 0.931 | 1 | -3.432 | 0 | 0.0742 | 0.0794 | 0.000023 | 0.1100 | 0.613 | 124.008 | 176616 | 3 |
| 3 | 75FpbthrwQmzHlBJLuGdC7 | Call You Mine - Keanu Silva Remix | The Chainsmokers | 60 | 1nqYsOef1yKKuGOVchbsk6 | Call You Mine - The Remixes | 2019-07-19 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.718 | 0.930 | 7 | -3.778 | 1 | 0.1020 | 0.0287 | 0.000009 | 0.2040 | 0.277 | 121.956 | 169093 | 3 |
| 4 | 1e8PAfcKUYoKkxPhrHqw4x | Someone You Loved - Future Humans Remix | Lewis Capaldi | 69 | 7m7vv9wlQ4i0LFuJiE2zsQ | Someone You Loved (Future Humans Remix) | 2019-03-05 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.650 | 0.833 | 1 | -4.672 | 1 | 0.0359 | 0.0803 | 0.000000 | 0.0833 | 0.725 | 123.976 | 189052 | 3 |
| 5 | 7fvUMiyapMsRRxr07cU8Ef | Beautiful People (feat. Khalid) - Jack Wins Remix | Ed Sheeran | 67 | 2yiy9cd2QktrNvWC2EUi0k | Beautiful People (feat. Khalid) [Jack Wins Remix] | 2019-07-11 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.675 | 0.919 | 8 | -5.385 | 1 | 0.1270 | 0.0799 | 0.000000 | 0.1430 | 0.585 | 124.982 | 163049 | 3 |
| 6 | 2OAylPUDDfwRGfe0lYqlCQ | Never Really Over - R3HAB Remix | Katy Perry | 62 | 7INHYSeusaFlyrHSNxm8qH | Never Really Over (R3HAB Remix) | 2019-07-26 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.449 | 0.856 | 5 | -4.788 | 0 | 0.0623 | 0.1870 | 0.000000 | 0.1760 | 0.152 | 112.648 | 187675 | 3 |
| 7 | 6b1RNvAcJjQH73eZO4BLAB | Post Malone (feat. RANI) - GATTÃœSO Remix | Sam Feldt | 69 | 6703SRPsLkS4bPtMFFJes1 | Post Malone (feat. RANI) [GATTÃœSO Remix] | 2019-08-29 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.542 | 0.903 | 4 | -2.419 | 0 | 0.0434 | 0.0335 | 0.000005 | 0.1110 | 0.367 | 127.936 | 207619 | 3 |
| 8 | 7bF6tCO3gFb8INrEDcjNT5 | Tough Love - Tiësto Remix / Radio Edit | Avicii | 68 | 7CvAfGvq4RlIwEbT9o8Iav | Tough Love (Tiësto Remix) | 2019-06-14 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.594 | 0.935 | 8 | -3.562 | 1 | 0.0565 | 0.0249 | 0.000004 | 0.6370 | 0.366 | 127.015 | 193187 | 3 |
| 9 | 1IXGILkPm0tOCNeq00kCPa | If I Can't Have You - Gryffin Remix | Shawn Mendes | 67 | 4QxzbfSsVryEQwvPFEV5Iu | If I Can't Have You (Gryffin Remix) | 2019-06-20 | Pop Remix | 37i9dQZF1DXcZDD7cfEKhW | pop | dance pop | 0.642 | 0.818 | 2 | -4.552 | 1 | 0.0320 | 0.0567 | 0.000000 | 0.0919 | 0.590 | 124.957 | 253040 | 3 |
| track_id | track_name | track_artist | track_popularity | track_album_id | track_album_name | track_album_release_date | playlist_name | playlist_id | playlist_genre | playlist_subgenre | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | genre_clean | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32823 | 0coMLoVcagZPGF5zxc5RF8 | Everybody Is In The Place - Radio Edit | Hardwell | 28 | 1PdMbB6qgSzS9zcT9xP6Kx | Everybody Is In The Place (Radio Edit) | 2014-04-18 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.609 | 0.989 | 2 | -3.510 | 1 | 0.0867 | 0.000434 | 0.219000 | 0.0715 | 0.0358 | 130.046 | 171697 | 1 |
| 32824 | 3zKST4nk4QJE77oLjUZ0Ng | Hey Brother | Avicii | 20 | 02h9kO2oLKnLtycgbElKsw | True | 2013-01-01 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.545 | 0.780 | 7 | -4.867 | 0 | 0.0436 | 0.030900 | 0.000046 | 0.0828 | 0.4580 | 125.014 | 255093 | 1 |
| 32825 | 2EpS5TgdngSISM63rhBsnK | Booyah - Radio Edit | Showtek | 47 | 0Dix8CfvtZEHUyJGnmPnaB | Booyah | 2013-01-01 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.559 | 0.916 | 11 | -3.050 | 1 | 0.0626 | 0.045300 | 0.000013 | 0.2250 | 0.1950 | 128.012 | 215295 | 1 |
| 32826 | 1EavLSmwRWtmkKEmlCfFzT | Wasted | Tiësto | 47 | 584m4QL0kmpG69zSpMKvv8 | Wasted | 2014-04-22 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.645 | 0.832 | 2 | -5.595 | 1 | 0.0294 | 0.001060 | 0.002640 | 0.1990 | 0.3750 | 112.028 | 188371 | 1 |
| 32827 | 0aBDrRTgDCwWbcOnEIp7DJ | Many Ways - Radio Edit | Ferry Corsten feat. Jenny Wahlstrom | 27 | 59XOfNjuYZB6feC6QUzS3e | Many Ways | 2013 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.581 | 0.640 | 5 | -8.367 | 1 | 0.0365 | 0.026600 | 0.000000 | 0.5720 | 0.2880 | 128.001 | 196993 | 1 |
| 32828 | 7bxnKAamR3snQ1VGLuVfC1 | City Of Lights - Official Radio Edit | Lush & Simon | 42 | 2azRoBBWEEEYhqV6sb7JrT | City Of Lights (Vocal Mix) | 2014-04-28 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.428 | 0.922 | 2 | -1.814 | 1 | 0.0936 | 0.076600 | 0.000000 | 0.0668 | 0.2100 | 128.170 | 204375 | 1 |
| 32829 | 5Aevni09Em4575077nkWHz | Closer - Sultan & Ned Shepard Remix | Tegan and Sara | 20 | 6kD6KLxj7s8eCE3ABvAyf5 | Closer Remixed | 2013-03-08 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.522 | 0.786 | 0 | -4.462 | 1 | 0.0420 | 0.001710 | 0.004270 | 0.3750 | 0.4000 | 128.041 | 353120 | 1 |
| 32830 | 7ImMqPP3Q1yfUHvsdn7wEo | Sweet Surrender - Radio Edit | Starkillers | 14 | 0ltWNSY9JgxoIZO4VzuCa6 | Sweet Surrender (Radio Edit) | 2014-04-21 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.529 | 0.821 | 6 | -4.899 | 0 | 0.0481 | 0.108000 | 0.000001 | 0.1500 | 0.4360 | 127.989 | 210112 | 1 |
| 32831 | 2m69mhnfQ1Oq6lGtXuYhgX | Only For You - Maor Levi Remix | Mat Zo | 15 | 1fGrOkHnHJcStl14zNx8Jy | Only For You (Remixes) | 2014-01-01 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.626 | 0.888 | 2 | -3.361 | 1 | 0.1090 | 0.007920 | 0.127000 | 0.3430 | 0.3080 | 128.008 | 367432 | 1 |
| 32832 | 29zWqhca3zt5NsckZqDf6c | Typhoon - Original Mix | Julian Calor | 27 | 0X3mUOm6MhxR7PzxG95rAo | Typhoon/Storm | 2014-03-03 | ♥ EDM LOVE 2020 | 6jI1gFr6ANFtT8MmTvA2Ux | edm | progressive electro house | 0.603 | 0.884 | 5 | -4.571 | 0 | 0.0385 | 0.000133 | 0.341000 | 0.7420 | 0.0894 | 127.984 | 337500 | 1 |